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دانلود فایل A service oriented architecture to provide data mining services for non-expert data miners

Analytics service


BI as a Service


Knowledge discovery database


Data mining


Service oriented architecture


Web Services


مقاله


پاورپوینت


فایل فلش


کارآموزی


گزارش تخصصی


اقدام پژوهی


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خلاصه


Marta Zorrilla - Google Scholar Citations

Web usage mining project for improving web-based learning sites. ME Zorrilla, E
Menasalvas, D Marin, E Mora, J Segovia. International Conference on Computer
Aided Systems Theory, 205-210, 2005. 104, 2005. A service oriented architecture
to provide data mining services for non-expert data miners. M Zorrilla, D ...

draft version - aDeNu - UNED

and domain experts to extend Willow's adaptive capabilities in order to provide
learners with the ... mining) in the data mining process are being proposed [21].
...... [21] Zorrilla, E., García-Saiz, D. (2013) A service oriented architecture to
provide data mining services for non- expert data miners. Decision Support
Systems.

Diego García-Saiz - Citas de Google Académico

A service oriented architecture to provide data mining services for non-expert
data miners. M Zorrilla, D García-Saiz. Decision Support Systems 55 (1), 399-411
, 2013. 68, 2013. E-learning web miner: A data mining application to help
instructors involved in virtual courses. D García-Saiz, M Zorrilla. Educational Data
Mining ...

Web Mining Tutorial

Data Mining techniques. ❑. Classification. ❑. Clustering. ❑. Topic Analysis. ❑.
Concept Hierarchy. ❑. Content Relevance. ❖. Web mining. ✓. Web mining
definition. ✓ ... Semantic Web Mining. ✓. Distributed Web Mining. ❖ Web services
& Web mining. ✓. Definitions. ✓. What they provide. ✓. Service Oriented
Architecture. ✓.

National Science Foundation Symposium on Next Generation of ...

Science Foundation Symposium on Next Generation Data Mining and Cyber
Enabled Discovery for Innovation (NGDM'07) brought together data mining .... (
CDI). The advent of computing has changed how science and engineering
occurs: computers not only provide infrastructure but also offer new metaphors for
thinking.

An Intelligent Agent based Architecture for Visual Data Mining

architecture for visual data mining based DSS,which ensureshigher level of
adaptability, mobility, and intelligence. It involves a set of active goal-oriented
agents to play one or more roles in the decision environment. This paper is
organized as follow: in section 2, we present our researchcontext including
decision support ...

Evaluating the impact of virtualization characteristics on SaaS ...

18 Jul 2017 ... ABSTRACT. Software as a service (SaaS) is a service model in which the
applications are accessible from various client devices through internet. Several
studies report possible factors driving the adoption of SaaS but none have
considered the perception of the SaaS features and the organization's ...

Diego Garcia Saiz - Assistant Professor and Researcher - University ...

A service oriented architecture to provide data mining services for non-expert
data miners. Journal of Decission Support Systems. abril de 2013. In today's
competitive market, companies need to use discovery knowledge techniques to
make better, more informed decisions. But these techniques are out of the reach
of most ...

A service oriented architecture to provide data mining services for ...

1 Apr 2013 ... A service oriented architecture to provide data mining services for non-expert
data miners, 2013 Article. Bibliometrics Data Bibliometrics. · Citation Count: 8 ·
Downloads (cumulative): n/a · Downloads (12 Months): n/a · Downloads (6
Weeks): n/a ...

Data Mining and Statistics: What is the Connection? | TDAN.com

1 Oct 2004 ... (“Insightful Miner 3.0 User Guide”). We think of data mining as the process of
identifying valid, novel, potentially useful, and ultimately comprehensible
understandable patterns or models in data to make crucial business decisions. “
Valid” means that the patterns hold in general, “novel” that we did not know ...

Data Mining for Education Decision Support: A ... - Online-Journals.org

vanced Computer Science and Applications, 2, 6 2011), 63-69. [8] Zorrilla, M. and
García-Saiz, D. A service oriented architecture to provide data mining services for
non-expert data miners. Decision. Support Systems2012), 1-13. [9] Baepler, P.
and Murdoch, C. J. Academic Analitics and Data. Mining in Higher Education.

Orange4WS Environment for Service-Oriented Data Mining

7 Aug 2011 ... in a service-oriented data mining environment Orange4WS (Orange for Web
Services), based on the existing Orange data ... architecture, the processing of
workflow components (e.g. data mining algorithms) can .... workflows make the
frame- work suitable also for non-experts due to the representation of.

Big data integration with business processes: a literature review ...

This paper integrates business process management, business process re-
engineering and business process innovation with big data revealing the need
for ...... Zorrilla, M. and Garcia-Saiz, D. (2013), “A service oriented architecture to
provide data mining services for non-expert data miners”, Decision Support
Systems, Vol ...

Development of BPMN Architecture using Integration of Data Mining

contribution of data mining services and validates the novelty in architecture by
defining user roles for business, decision ... based [4,5]service-oriented
environments. Such modern BPM ... implementation and in data mining, data
miners, who are experts in datamining and who are in charge of designing and
implementing ...

US8214391B2 - Knowledge-based data mining system - Google ...

With these keys, characteristics of entities as defined by disparate expert authors
of the data miners are identified for use in responding to complex data requests ...
In one preferred, non-limiting embodiment, the interface 20 is IBM's service-
oriented protocol known as “Vinci xTalk”, which is a lightweight XML-based
protocol ...

Data Mining for Network Intrusion Detection: How to Get Started

audiences: network security professionals with little background in data mining,
and data mining experts with little ... the internet service provider associated with
suspicious traffic, or to simply make note of unusual traffic for future reference. ...
mining is, at its core, pattern finding. Data miners are experts at using specialized
.

What is Data Mining, Predictive Analytics, Big Data - TIBCO Statistica

Data Mining and predictive analytics help from Statsoft. ... Also, STATISTICA Data
Miner offers all the advantages of a general data mining oriented "development
kit" that includes easy to use tools for incorporating into your projects not only
such components as custom database gateway solutions, prompted interactive ...

A Survey of Data Mining Techniques for Social Network Analysis

pre-processing, data analysis, and data interpretation processes in the course of
data analysis. This survey discusses different data mining techniques used in .....
RnR architecture produced complete remarks of product and service (under
review) within a time line by utilising temporal dimension analysis with scatter
plot ...

Eh|rqg#DoskdJr - Ubiquitous Computing Lab

mining core technology exploiting personal big data) funded by the Ministry of
Trade, Industry and Energy (MOTIE, Korea). REFERENCES. [1] M. Zorrilla, D.
Garcia-Saiz, “A service oriented architecture to provide data mining services for
non-expert data miners”, Decision Support. Systems, vol. 55, no. 1, 2013, pp. 399
–411.

Delivering Scalable Frequent Pattern Mining for Non-Expert Data ...

3.3 Providing Data Mining for Non-experts. Zorrilla et al. [ZGS13] were the first
researchers to introduce data mining service specifically targeted to non-expert
miners. Previously, data mining projects were costly to companies and need
expert data miners to implement. Zorrilla et al. pro- posed a service oriented
architecture ...

Delivering Scalable Frequent Pattern Mining for Non-Expert Data ...

3.3 Providing Data Mining for Non-experts. Zorrilla et al. [ZGS13] were the first
researchers to introduce data mining service specifically targeted to non-expert
miners. Previously, data mining projects were costly to companies and need
expert data miners to implement. Zorrilla et al. pro- posed a service oriented
architecture ...

Diego Garcia Saiz - Assistant Professor and Researcher - University ...

A service oriented architecture to provide data mining services for non-expert
data miners. Journal of Decission Support Systems. abril de 2013. In today's
competitive market, companies need to use discovery knowledge techniques to
make better, more informed decisions. But these techniques are out of the reach
of most ...

Ontology-based data mining model management for self-service ...

15 Mar 2016 ... do not sufficiently address key elements of data mining model management ...
loan company to demonstrate the utility of the DM3. Keywords Data mining .
Model management . Self-service knowledge discovery . Knowledge reuse, DM3
ontology ...... provide data mining services for non-expert data miners.

Top 15 Data Mining Software Systems - Financesonline.com

20 Feb 2018 ... For the purpose, top data mining software suites use specific algorithms, artificial
intelligence, machine learning, and database statistics. ... gathers data and
summarizes it in scoreboards and reports), the Query Studio (provides self-
service queries used to format data, and create diagrams that answer core ...

Top 15 Data Mining Software Systems - Financesonline.com

20 Feb 2018 ... For the purpose, top data mining software suites use specific algorithms, artificial
intelligence, machine learning, and database statistics. ... gathers data and
summarizes it in scoreboards and reports), the Query Studio (provides self-
service queries used to format data, and create diagrams that answer core ...

Data Mining for Network Intrusion Detection: How to Get Started

audiences: network security professionals with little background in data mining,
and data mining experts with little ... the internet service provider associated with
suspicious traffic, or to simply make note of unusual traffic for future reference. ...
mining is, at its core, pattern finding. Data miners are experts at using specialized
.

Knowledge Discovery Using a Service Oriented Web ... - ThinkMind

tion; web services. I. INTRODUCTION. The development of modern knowledge
discovery and data mining environments and tools has reached maturity. While
traditional ... Firstly, service-oriented architecture featuring web ser- vices as
primal ... makes the platform suitable also for non-experts due to the
representation of ...

H. Ahn, H. Oh, and J. Hong, Towards Reliable OSGi Operating ...

H. Chou, Service-oriented architecture for an overall radioactive waste package
record management system, Progress in Nuclear Energy, pp.420-427, 2011. DOI
: 10.1016/j.pnucene.2011.02.008. A. Cohen, A. Pnueli, and L. D. Zuck,
Mechanical Verification of Transactional Memories with Non-transactional
Memory ...

Designing a big data software-as-a-service platform adapted for ...

17 Jun 2013 ... traditional business analytics by dealing not only with structured data kept in
relational databases ... it needs to provide SMEs with access to big data services
within different application service layers in ... the information system (IS) design,
was setting the platform's technical architecture that can achieve.

Modelling Method Extension for Service-Oriented Business ... - macau

The introduction of service-oriented architectures (SOA) in the enterprise context
promises many advantages ...... Artefacts are data objects, groups, and
annotations. Besides those elements, BPMN provides a variety of attributes,
which have no visual representation. ...... Also semantic process mining
techniques are used to.

Data Mining for Network Intrusion Detection: How to Get Started

audiences: network security professionals with little background in data mining,
and data mining experts with little ... the internet service provider associated with
suspicious traffic, or to simply make note of unusual traffic for future reference. ...
mining is, at its core, pattern finding. Data miners are experts at using specialized
.

Service-Oriented Architecture for High-Dimensional Private Data ...

networks, and propose a service-oriented architecture along with a privacy-
preserving data mashup algorithm to address the ..... releasing statistics for
several reasons. First, the data providers may not have in-house experts to
perform data mining. They just want to share the data with .... code through web
services.

Development of a knowledge base for enabling non-expert users to ...

However, non-expert users may find complex to apply data mining techniques to
obtain useful results, due to the ... data mining infor- mation. 3. A Taverna
workflow for providing a mechanism to obtain all the information to ... Unlike our
proposal, both projects are oriented to support expert data miners. Our
knowledge base ...

Eh|rqg#DoskdJr - Ubiquitous Computing Lab

mining core technology exploiting personal big data) funded by the Ministry of
Trade, Industry and Energy (MOTIE, Korea). REFERENCES. [1] M. Zorrilla, D.
Garcia-Saiz, “A service oriented architecture to provide data mining services for
non-expert data miners”, Decision Support. Systems, vol. 55, no. 1, 2013, pp. 399
–411.

Big Data & Analytics Reference Architecture - Oracle

To run the business, you organize data to make it do something specific; to
change the ..... designed by subject matter experts and re-used by all knowledge
... that provide or perform commonly used services. Presentation Services and
Information Services are types of Services in a Service Oriented. Architecture (
SOA).

A service oriented architecture to provide data mining services for ...

Additionally, business intelligence vendors are moving their systems to the cloud
in order to provide services which offer companies cost-savings, better
performance and faster access to new applications. This work joins both facets. It
describes a data mining service addressed to non-expert data miners which can
be ...

Development of a Data Mining Education ... - KSI Research

[19] R. Mazza, M. Bettoni, M. Faré, and L. Mazzola, “MOCLog—Monitoring.
Online Courses with log data”, 1st Moodle Research Conference. Proceedings,
Heraklion, Greece, 2012. [20] D. García-Saiz, and M. E. Zorrilla, “A service
oriented architecture to provide data mining services for non-expert data miners”,
Decis Supp ...

Web Services - TDIL

provides the transparent governance to citizens by IT enabling various
government departments. Usage of SOA and web services optimizes the
performance of government applications. The. Service Oriented E-Governance (
SOE) based solution transforms the existing applications, data, and content into
web services ...

A service oriented architecture to provide data mining services for ...

29 Dec 2017 ... Additionally, business intelligence vendors are moving their systems to the cloud
in order to provide services which offer companies cost-savings, better
performance and faster access to new applications. This work joins both facets. It
describes a data mining service addressed to non-expert data miners ...

Development of BPMN Architecture using Integration of Data Mining

contribution of data mining services and validates the novelty in architecture by
defining user roles for business, decision ... based [4,5]service-oriented
environments. Such modern BPM ... implementation and in data mining, data
miners, who are experts in datamining and who are in charge of designing and
implementing ...

Service-based Resource Brokering for Grid-Based Data Mining

Currently, there is no coherent framework, which offers data miners, who are
usually not Grid experts, the ability to easily construct data mining tasks and
execute ... Web services. Namely, as Web services are static entities, they do not
give enough flexibility for creating on-demand systems. Such systems require
dynamic.

Effectiveness Analysis of The Application of ... - Atlantis Press

from a number of educational data mining tools, e.g. EPRules [2], E-learning Web
Miner [3] and. Pdinamet [4], is that most ... such subjects for students. However, it
is not easy to divide students into different groups according to their ability. .... A
service oriented architecture to provide data mining services for non-expert data
...

ClowdFlows: A Cloud Based Scientific Workflow Platform - MUSE

Keywords: cloud computing, data mining platform, service-oriented ar- chitecture,
web application, web ... in a Web browser, a service-oriented architecture that
allows using third party services, a social aspect that allows ... able also for non-
experts due to the representation of complex procedures as sequences of simple
...

[1406.1855] Text Mining System for Non-Expert Miners - arXiv

7 Jun 2014 ... Abstract: Service oriented architecture integrated with text mining allows services
to extract information in a well defined manner. In this paper, it is proposed to
design a knowledge extracting system for the Ocean Information Data System.
Deployed ARGO floating sensors of INCOIS (Indian National Council ...

new artifacts for the knowledge discovery via data analytics

Knowledge Discovery and Data Mining . ...... KDDA experts who understand the
analytical requirements of DQ are not necessarily data quality experts. The
KDDQ process should ideally provide some form of decision support to .....
provide service-oriented decision support for the design and management of
knowledge.

50 Top Free Data Mining Software - Editor Review, User Reviews ...

Top Free Data Mining Software: Review of 50 + top data mining freeware
including Orange, Weka,Rattle GUI, Apache Mahout, SCaViS, RapidMiner, R, ML
-Flex, Databionic ESOM Tools, Natural Language Toolkit, SenticNet API , ELKI ,
UIMA, KNIME, Chemicalize.org , Vowpal Wabbit, GNU Octave, CMSR Data Miner
, Mlpy, ...

Data Mining with MicroStrategy - Kennisportal

tion and collaboration, robust security, easy self-service analysis, and are unable
to scale to large user populations and data ... tion about Data Mining Services in
the MicroStrategy BI platform, and business scenarios to illustrate MicroStrategy's
..... MicroStrategy's scalable, server-centric architecture provides for the highest.

Optimization of Moodle LMS for Improving User Response Time

Keywords:Moodle, pedagogy, social constructivism, professional development
community. 23. A service oriented architecture to provide data mining services for
non-expert data miners[67]. Abstract: This work joins both facets. It describes a
data mining service addressed to non expert data miners which can be delivered
as ...

APESS - A Service-Oriented Data Mining Platform - MECS Press

6 Jul 2016 ... trades' experts. Results showed that the current system provides prediction
models of chronic diseases. (epidemiological prediction rules), using .... and SOA
. It describes a data mining service addressed to non-expert data-miners that can
be delivered as Software- as-a-Service. The advantage of this ...

ClowdFlows: Online Workflows for Distributed Big Data Mining

12 Sep 2017 ... based web application with a graphical user interface which supports the
construction and execution of data mining workflows, including web services
used as workflow components. As a web application, the ClowdFlows platform
poses no software requirements and can be used from any modern browser, ...

Development of BPMN Architecture using Integration of Data Mining

contribution of data mining services and validates the novelty in architecture by
defining user roles for business, decision ... based [4,5]service-oriented
environments. Such modern BPM ... implementation and in data mining, data
miners, who are experts in datamining and who are in charge of designing and
implementing ...

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